US11538257B2 - Detection, counting and identification of occupants in vehicles - Google Patents
Detection, counting and identification of occupants in vehicles Download PDFInfo
- Publication number
- US11538257B2 US11538257B2 US16/154,130 US201816154130A US11538257B2 US 11538257 B2 US11538257 B2 US 11538257B2 US 201816154130 A US201816154130 A US 201816154130A US 11538257 B2 US11538257 B2 US 11538257B2
- Authority
- US
- United States
- Prior art keywords
- facial
- images
- occupants
- vehicle
- image
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/161—Detection; Localisation; Normalisation
- G06V40/166—Detection; Localisation; Normalisation using acquisition arrangements
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/22—Matching criteria, e.g. proximity measures
-
- G06K9/6201—
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/50—Context or environment of the image
- G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
- G06V20/54—Surveillance or monitoring of activities, e.g. for recognising suspicious objects of traffic, e.g. cars on the road, trains or boats
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/50—Context or environment of the image
- G06V20/59—Context or environment of the image inside of a vehicle, e.g. relating to seat occupancy, driver state or inner lighting conditions
- G06V20/593—Recognising seat occupancy
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/161—Detection; Localisation; Normalisation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/172—Classification, e.g. identification
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/50—Maintenance of biometric data or enrolment thereof
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/60—Control of cameras or camera modules
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/70—Circuitry for compensating brightness variation in the scene
- H04N23/74—Circuitry for compensating brightness variation in the scene by influencing the scene brightness using illuminating means
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/90—Arrangement of cameras or camera modules, e.g. multiple cameras in TV studios or sports stadiums
-
- H04N5/2354—
-
- H04N5/247—
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V2201/00—Indexing scheme relating to image or video recognition or understanding
- G06V2201/08—Detecting or categorising vehicles
Definitions
- the present disclosure relates to facial detection and recognition, and more particularly to facial detection and recognition for occupants in vehicles.
- a system for detecting occupants in a vehicle includes a controller and a plurality of camera systems external to the vehicle in a vehicle approach area, wherein each camera system is operatively connected to the controller.
- a trigger in the vehicle approach area is operatively connected to the controller to detect an approaching vehicle and control the camera systems to acquire images of the approaching vehicle.
- the controller includes machine readable instructions configured to cause the controller to perform any method as disclosed herein.
- Each camera system can include an imaging sensor, a pulsed illumination device, and a processor operatively connecting the imaging sensor to the pulsed illumination source for synchronizing illumination a pulse from the pulsed illumination device with exposure of the imaging sensor.
- Each camera system can include a lens optically coupled to the imaging sensor, an optical bandpass filter operatively connected to filter light passing through the lens, and a linear polarization filter operatively connected to filter light passing through the lens.
- a method of detecting occupants in a vehicle includes detecting an oncoming vehicle and acquiring a plurality of images of occupants in the vehicle in response to detection of the vehicle.
- the method includes performing automated facial detection on the plurality of images and adding a facial image for each face detected to a gallery of facial images for the occupants of the vehicle.
- the method includes performing automated facial recognition on the gallery of facial images to group the facial images into groups based on which occupant is in the respective facial images, and counting the groups to determine how many occupants are in the vehicle.
- the method can include selecting a representative image from each group, and outputting a set of cropped selected images, one uniquely cropped selected image for each of the occupants. It is contemplated that no duplicate images of a given occupant need be stored or displayed. Selecting the representative image from each group can include selecting images based on corresponding confidence scores from the automated facial detection. Selecting the representative image from each group can include selecting images based on which image in the group has least facial offset angle from line of sight of an imaging sensor which acquired the respective image. The method can include running the selective images through a database to check for matches between the occupants and known individuals in the database.
- the method can include initiating a response upon finding a match in the database, wherein the response include at least one of outputting an alert on a visual display, sounding an audible alarm, closing a physical barrier, transmitting a citation, mailing a citation, and/or dispatching an officer. It is also contemplated that the method can include initiating a response upon determining an improper number of occupants in the vehicle, wherein the response includes at least one of outputting an alert on a visual display, sounding an audible alarm, closing a physical barrier, transmitting a citation, mailing a citation, and/or dispatching an officer.
- Each image can be acquired from a different sensor viewing the vehicle from a different respective angle.
- the method can include illuminating the vehicle with a respective pulse of illumination for each image acquired, wherein each pulse of illumination is performed at a different time to reduce shadows cast onto the occupants while acquiring the plurality of images.
- One of the sensors can be a primary sensor that acquires a primary image of occupants in the vehicle, wherein faces detected in primary image serve as references in the gallery for facial recognition for subsequent ones of the images of occupants in the vehicle.
- the method can include adding a new face to the gallery each time a detected face in a subsequent one of the images of occupants in the vehicle does not match with a face already in the gallery.
- the method can include iteratively comparing faces detected in subsequent ones of the images of occupants in the vehicle and adding each face detected to the gallery that is not already in the gallery until there is an image in the gallery of each face detected by performing automated facial detection.
- FIG. 1 is a schematic side elevation view of an exemplary embodiment of a system constructed in accordance with the present disclosure, showing multiple camera systems with an approaching vehicle;
- FIG. 2 is a schematic plan view of the system of FIG. 1 , showing the positions of the camera systems;
- FIG. 3 is a schematic view of one of the camera systems of FIGS. 1 and 2 , showing the imaging sensor;
- FIG. 4 is a schematic view of a method in accordance with the subject disclosure, showing a process using images acquired by the system of FIG. 1 .
- FIG. 1 a partial view of an exemplary embodiment of a system in accordance with the disclosure is shown in FIG. 1 and is designated generally by reference character 100 .
- FIGS. 2 - 4 Other embodiments of systems in accordance with the disclosure, or aspects thereof, are provided in FIGS. 2 - 4 , as will be described.
- the systems and methods described herein can be used for automated counting and identification of occupants in vehicles.
- the system 100 for detecting occupants in a vehicle 102 includes a controller 104 and a plurality of camera systems 106 , 108 , and 110 that are external to the vehicle 105 in the vehicle approach area 112 .
- Each camera system 106 , 108 , and 110 is operatively connected to the controller 104 .
- a trigger 114 in the vehicle approach area 112 is operatively connected to the controller 104 to detect an approaching vehicle 105 and to control the camera systems 106 , 108 , and 110 to acquire images of the approaching vehicle 105 .
- the controller 104 includes machine readable instructions configured to cause the controller 104 to perform any method as disclosed herein. As shown in FIGS. 1 and 2 , each camera system 106 , 108 , and 110 is in a different location for acquiring images with sensors viewing the vehicle from different respective angles.
- camera system 106 includes an imaging sensor 116 , a pulsed illumination device 118 , and a processor 120 operatively connecting the imaging sensor 116 to the pulsed illumination source 118 for synchronizing an illumination pulse from the pulsed illumination device 118 with exposure of the imaging sensor 116 .
- the illumination device 118 can be located on camera as in camera system 106 shown in FIG. 3 , or can be located off-camera as in camera systems 108 and 110 shown in FIGS. 1 - 2 .
- the camera system 106 include a lens 122 optically coupled to the imaging sensor 116 , an optical bandpass filter 124 operatively connected to filter light passing through the lens 122 to the imaging sensor 116 .
- the camera system 106 also includes a linear polarization filter 126 operatively connected to filter light passing through the lens 122 to the sensor 116 , e.g., to reduce glare from glass windshields and windows of the vehicle 105 .
- Imaging sensors 108 and 110 can include the same components as camera system 106 .
- a method of detecting occupants in a vehicle includes detecting an oncoming vehicle, e.g., detecting oncoming vehicle 105 using trigger 114 as shown in FIG. 1 .
- trigger 114 detects an oncoming vehicle 105
- Controller 104 commands the camera systems 106 , 108 , and 110 to acquire a plurality of images of occupants in the vehicle 105 .
- Each camera system 106 , 108 , and 110 can acquire a respective image 128 , 130 , and 132 , forming a set 200 of acquired images as shown in FIG. 4 .
- Controller 104 can illuminate the vehicle 105 with a respective pulse of illumination from each respective illumination device 118 for each image acquired, wherein each pulse of illumination is performed at a different time to reduce shadows cast onto the occupants while acquiring the plurality of images.
- the method includes having controller 104 perform automated facial detection on the plurality of images 128 , 130 , and 132 , and to add a facial image for each face detected to a gallery 202 of facial images for the occupants of the vehicle 105 .
- controller 104 performs automated facial recognition on the facial images of gallery 202 to group the facial images into groups 134 , 136 , 138 , and 140 based on which occupant is in the respective facial images, as indicated by facial recognition groupings 204 in FIG. 4 . While multiple images are shown in FIG.
- controller 104 can decide whether the new image is better than the previous best image of the individual (based on facial detection confidence scores, facial offset angle, or the like, as described below), and if so the new image replaces the previous image in the respective group. In this way each group 134 , 136 , 138 , and 140 only ever includes one image.
- One of the sensors 120 can be a primary sensor, e.g., the sensor 120 of camera system 106 , that acquires a primary image, e.g., image 128 , of occupants in the vehicle 105 .
- the faces detected in primary image 128 can serve as references in the gallery 202 for facial recognition for subsequent ones of the images 130 and 132 of occupants in the vehicle.
- the controller 104 can add a new face to the gallery 202 each time a detected face in a subsequent one of the images 130 and 132 does not match with a face already in the gallery 202 .
- the controller 104 can iteratively compare faces detected in subsequent ones of the images 128 , 130 , and 132 and add each face detected to the gallery 202 that is not already in the gallery 202 until there is an image in the gallery 202 of each face detected by performing automated facial detection.
- Controller 104 selects a representative image 142 , 144 , 146 , and 148 from each group 134 , 136 , 138 , and 145 and can output a set 206 of cropped selected images, one uniquely cropped selected image for each of the occupants.
- Set 206 includes no duplicate images, i.e. no more than one image is in set 206 for a given occupant, so duplicate images of a given occupant need be stored or displayed.
- the controller 104 can select the representative image 142 , 144 , 146 , and 148 from each group 134 , 136 , 138 , and 140 by selecting images based on corresponding confidence scores from the automated facial detection. It is also contemplated that controller 104 can selecting the representative image 142 , 144 , 146 , and 148 from each group 134 , 136 , 138 , and 140 by selecting images based on which image in the group has least facial offset angle from line of sight of the imaging sensor 120 which acquired the respective image. This selection process can be run on the fly with facial detection and facial recognition to winnow the gallery 202 down to the set 206 .
- the controller 104 can determine how many occupants are in the vehicle 105 by counting the groups 134 , 136 , 138 , and 140 . In this example, there are four groups 134 , 136 , 138 , and 140 indicating there are four occupants in the vehicle 105 . If groups 134 , 136 , 138 , and 140 are conflated down to the set 206 on the fly as described above, then the groups 134 , 136 , 138 , and 140 can be counted indirectly by simply counting the final cropped images in set 206 to determine how many occupants are in the vehicle 105 .
- the controller 104 can output the number of occupants in the vehicle 105 , and can provide other output actions as needed. For example, controller 104 can initiate a response, e.g., via the output device 150 , upon determining an improper number of occupants in the vehicle. For example, if controller 104 determines there are not enough occupants in a vehicle in an HOV lane, controller 150 can use the output device 150 to output an alert on a visual display, sound an audible alarm, close a physical barrier, transmit a citation, mail a citation, update a database, and/or dispatch an officer.
- controller 104 can run the final cropped facial images through a facial recognition database, either locally or remotely, to check for matches between the occupants and known individuals in the database. If a match is found, e.g., one of the occupants in the vehicle 105 is on a watch list, the controller 104 can initiate an output response, e.g., using output device 150 , such as outputting an alert on a visual display, sounding an audible alarm, closing a physical barrier, transmitting a citation, mailing a citation, updating a database, and/or dispatching an officer.
- output device 150 such as outputting an alert on a visual display, sounding an audible alarm, closing a physical barrier, transmitting a citation, mailing a citation, updating a database, and/or dispatching an officer.
Abstract
Description
Claims (26)
Priority Applications (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US16/154,130 US11538257B2 (en) | 2017-12-08 | 2018-10-08 | Detection, counting and identification of occupants in vehicles |
EP18885197.6A EP3721422A4 (en) | 2017-12-08 | 2018-12-07 | Detection, counting, and identification of occupants in vehcles |
PCT/US2018/064444 WO2019113427A1 (en) | 2017-12-08 | 2018-12-07 | Detection, counting, and identification of occupants in vehcles |
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US201762596497P | 2017-12-08 | 2017-12-08 | |
US16/154,130 US11538257B2 (en) | 2017-12-08 | 2018-10-08 | Detection, counting and identification of occupants in vehicles |
Publications (2)
Publication Number | Publication Date |
---|---|
US20190180125A1 US20190180125A1 (en) | 2019-06-13 |
US11538257B2 true US11538257B2 (en) | 2022-12-27 |
Family
ID=66696991
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US16/154,130 Active US11538257B2 (en) | 2017-12-08 | 2018-10-08 | Detection, counting and identification of occupants in vehicles |
Country Status (3)
Country | Link |
---|---|
US (1) | US11538257B2 (en) |
EP (1) | EP3721422A4 (en) |
WO (1) | WO2019113427A1 (en) |
Families Citing this family (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP7180759B2 (en) * | 2019-04-18 | 2022-11-30 | 日本電気株式会社 | PERSON IDENTIFICATION DEVICE, PERSON IDENTIFICATION METHOD AND PROGRAM |
US10867193B1 (en) | 2019-07-10 | 2020-12-15 | Gatekeeper Security, Inc. | Imaging systems for facial detection, license plate reading, vehicle overview and vehicle make, model, and color detection |
US11196965B2 (en) | 2019-10-25 | 2021-12-07 | Gatekeeper Security, Inc. | Image artifact mitigation in scanners for entry control systems |
CN111063196B (en) * | 2019-11-29 | 2021-06-15 | 新疆联海创智信息科技有限公司 | Comprehensive management system for inspection station |
Citations (178)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4288819A (en) | 1979-05-10 | 1981-09-08 | Williams Robert T | Multi-field imaging device |
US5091924A (en) | 1989-08-09 | 1992-02-25 | Heimann Gmbh | Apparatus for the transillumination of articles with a fan-shaped radiation beam |
US5119236A (en) | 1990-10-22 | 1992-06-02 | Rockwell International Corporation | Split mirror vision augmentation system |
GB2258321A (en) | 1991-07-31 | 1993-02-03 | Morfax Ltd | Inspection systems for vehicles using linescan camera and reflector |
US5283643A (en) | 1990-10-30 | 1994-02-01 | Yoshizo Fujimoto | Flight information recording method and device for aircraft |
US5343390A (en) | 1992-02-28 | 1994-08-30 | Arch Development Corporation | Method and system for automated selection of regions of interest and detection of septal lines in digital chest radiographs |
US5361840A (en) | 1993-04-26 | 1994-11-08 | Bruce Matthews | Well plugging apparatus and method |
US5449864A (en) | 1993-07-23 | 1995-09-12 | Beatty; Jeffrey K. | Motor vehicle screening apparatus and method |
WO2001046668A1 (en) | 1999-12-22 | 2001-06-28 | Visy Oy | Method for monitoring transport vehicles |
US6313946B1 (en) | 1993-11-23 | 2001-11-06 | Tony Petitto | Technique for depth of field viewing of images using an aspherical lens |
US6400835B1 (en) | 1996-05-15 | 2002-06-04 | Jerome H. Lemelson | Taillight mounted vehicle security system employing facial recognition using a reflected image |
DE10101341A1 (en) | 2001-01-13 | 2002-07-18 | Daimler Chrysler Ag | System for monitoring a vehicle's interior uses a camera installed in a passenger area to digitize captured images and transfer image data by radio signals to a fixed monitoring station |
US20020092988A1 (en) | 1998-10-30 | 2002-07-18 | Didomenico John | Multilane remote sensing device |
US6459764B1 (en) | 1999-01-27 | 2002-10-01 | American Science And Engineering, Inc. | Drive-through vehicle inspection system |
US6611200B2 (en) | 2001-10-03 | 2003-08-26 | The United States Of America As Represented By The Secretary Of The Air Force | Method for viewing through tinted windows |
US20030174865A1 (en) | 2002-03-15 | 2003-09-18 | Mark William Vernon | Vehicle license plate imaging and reading system for day and night |
US20030185340A1 (en) | 2002-04-02 | 2003-10-02 | Frantz Robert H. | Vehicle undercarriage inspection and imaging method and system |
US20030209893A1 (en) | 1992-05-05 | 2003-11-13 | Breed David S. | Occupant sensing system |
US6650765B1 (en) | 2000-01-11 | 2003-11-18 | Pulnix America, Inc. | System for simultaneously imaging vehicles and their license plates |
JP2003348573A (en) | 2002-05-23 | 2003-12-05 | Keikomu Engineering Kk | Device for monitoring bottom face of vehicle |
US6718049B2 (en) * | 1999-09-03 | 2004-04-06 | Honeywell International Inc. | Near-infrared disguise detection |
US20040070679A1 (en) | 2002-10-15 | 2004-04-15 | Pope David R. | Compensating for delays inherent in digital still camera imaging |
US20040165750A1 (en) | 2003-01-07 | 2004-08-26 | Chew Khien Meow David | Intelligent vehicle access control system |
US20040199785A1 (en) | 2002-08-23 | 2004-10-07 | Pederson John C. | Intelligent observation and identification database system |
US20040225651A1 (en) | 2003-05-07 | 2004-11-11 | Musgrove Timothy A. | System and method for automatically generating a narrative product summary |
EP1482329A1 (en) | 2003-04-01 | 2004-12-01 | VBISS GmbH | Method and system for detecting hidden object under vehicle |
WO2004110054A1 (en) | 2003-06-10 | 2004-12-16 | Teleradio Engineering Pte Ltd | Under vehicle inspection shuttle system |
KR20050003664A (en) | 2003-07-03 | 2005-01-12 | 주식회사 한국알에프 | A Vehicle base photographing device and a control system of an in-out vehicle using thereof |
US20050063566A1 (en) | 2001-10-17 | 2005-03-24 | Beek Gary A . Van | Face imaging system for recordal and automated identity confirmation |
US20050105806A1 (en) | 2003-11-14 | 2005-05-19 | Yasuhiko Nagaoka | Method and apparatus for organizing digital media based on face recognition |
US20050110610A1 (en) * | 2003-09-05 | 2005-05-26 | Bazakos Michael E. | System and method for gate access control |
US6958676B1 (en) | 2002-02-06 | 2005-10-25 | Sts International Ltd | Vehicle passenger authorization system |
US6972693B2 (en) | 2003-05-19 | 2005-12-06 | Brown Betty J | Vehicle security inspection system |
US20050271184A1 (en) | 2002-09-22 | 2005-12-08 | Yuval Ovadia | Inspection system for limited access spaces |
US20060018522A1 (en) | 2004-06-14 | 2006-01-26 | Fujifilm Software(California), Inc. | System and method applying image-based face recognition for online profile browsing |
US20060028556A1 (en) * | 2003-07-25 | 2006-02-09 | Bunn Frank E | Voice, lip-reading, face and emotion stress analysis, fuzzy logic intelligent camera system |
US20060055512A1 (en) | 2003-09-12 | 2006-03-16 | Stratech Systems Limited | Method and system for monitoring the movement of people |
US20060102843A1 (en) * | 2004-11-12 | 2006-05-18 | Bazakos Michael E | Infrared and visible fusion face recognition system |
US20060117186A1 (en) | 2002-05-16 | 2006-06-01 | Tae-Soon Yeo | Entrance and exit management system |
US20060146062A1 (en) | 2004-12-30 | 2006-07-06 | Samsung Electronics Co., Ltd. | Method and apparatus for constructing classifiers based on face texture information and method and apparatus for recognizing face using statistical features of face texture information |
US7092106B2 (en) | 2002-12-13 | 2006-08-15 | The United States Of America As Represented By The Secretary Of The Army | System for determining the configuration of obscured structure by employing phase profilometry and method of use therefor |
US7102665B1 (en) | 2002-12-10 | 2006-09-05 | The United States Of America As Represented By The Secretary Of The Navy | Vehicle underbody imaging system |
US7132653B2 (en) | 2004-01-07 | 2006-11-07 | Robert Carl Faubion | Apparatus for visual comparison of infrared images |
US20060284982A1 (en) | 2005-06-17 | 2006-12-21 | Petronel Bigioi | Method for establishing a paired connection between media devices |
US20070030350A1 (en) | 2005-08-04 | 2007-02-08 | Ervin Wagner | Remote inspection apparatus for vehicles |
US20070087756A1 (en) * | 2005-10-04 | 2007-04-19 | Hoffberg Steven M | Multifactorial optimization system and method |
US20070112699A1 (en) * | 2005-06-20 | 2007-05-17 | Samsung Electronics Co., Ltd. | Image verification method, medium, and apparatus using a kernel based discriminant analysis with a local binary pattern (LBP) |
US20070122007A1 (en) * | 2003-10-09 | 2007-05-31 | James Austin | Image recognition |
US20070133844A1 (en) | 2001-11-08 | 2007-06-14 | Waehner Glenn C | Security identification system |
US7349007B2 (en) | 2005-02-23 | 2008-03-25 | Gatekeeper, Inc. | Entry control point device, system and method |
US20080175438A1 (en) * | 2007-01-23 | 2008-07-24 | Jai Pulnix, Inc. | High occupancy vehicle (HOV) lane enforcement |
US20080211914A1 (en) | 2005-02-24 | 2008-09-04 | Perceptics, Llc | Apparatus and method for capturing and displaying images of the undercarriage of vehicles |
US20080285803A1 (en) | 2007-05-15 | 2008-11-20 | Jai Inc., Usa. | Modulated light trigger for license plate recognition cameras |
US20080297611A1 (en) | 2007-05-31 | 2008-12-04 | Microsoft Corporation | Computer-controlled lighting for video communication |
US20080298644A1 (en) * | 2007-05-29 | 2008-12-04 | S1 Corporation | System and method for controlling image quality |
US7469060B2 (en) * | 2004-11-12 | 2008-12-23 | Honeywell International Inc. | Infrared face detection and recognition system |
US20090023472A1 (en) | 2007-07-19 | 2009-01-22 | Samsung Electronics Co. Ltd. | Method and apparatus for providing phonebook using image in a portable terminal |
KR20090031136A (en) | 2007-09-21 | 2009-03-25 | 디지토닷컴 주식회사 | System for collecting toll using gps and method therefor |
US20090232365A1 (en) * | 2008-03-11 | 2009-09-17 | Cognimatics Ab | Method and device for face recognition |
JP4366008B2 (en) | 2000-11-14 | 2009-11-18 | 三菱電機株式会社 | Imaging device |
US20090303342A1 (en) | 2006-08-11 | 2009-12-10 | Fotonation Ireland Limited | Face tracking for controlling imaging parameters |
US7642899B2 (en) | 2006-03-17 | 2010-01-05 | Julio Alvarado | Vehicle observation apparatus |
US7689033B2 (en) * | 2003-07-16 | 2010-03-30 | Microsoft Corporation | Robust multi-view face detection methods and apparatuses |
KR100964025B1 (en) | 2009-12-24 | 2010-06-15 | 나온아이앤티 (주) | System for controlling entrance or exit of vehicle using image of vehicles bottom and device for controlling thereof |
KR100964886B1 (en) | 2009-11-10 | 2010-06-23 | 파크너(주) | Vehicle Number Recognition System and Its Recognition Method |
US20100158380A1 (en) * | 2008-12-19 | 2010-06-24 | Disney Enterprises, Inc. | Method, system and apparatus for media customization |
US20110182473A1 (en) | 2010-01-28 | 2011-07-28 | American Traffic Solutions, Inc. of Kansas | System and method for video signal sensing using traffic enforcement cameras |
US8028903B1 (en) | 2009-09-04 | 2011-10-04 | F3M3 Companies, Inc. | System and method of pre-approving card holders for expedited security processing using emerging countries international travel approval control card |
US20110242285A1 (en) | 2010-03-31 | 2011-10-06 | Raytheon Company | Imaging system and method using partial-coherence speckle interference tomography |
US8054182B2 (en) | 2008-04-16 | 2011-11-08 | The Johns Hopkins University | Remotely directed vehicle inspection method and apparatus |
US20120069183A1 (en) | 2010-09-16 | 2012-03-22 | Kabushiki Kaisha Toshiba | Vehicle detection apparatus |
US8155384B2 (en) | 2004-10-11 | 2012-04-10 | Stratech Systems Limited | System and method for automatic exterior and interior inspection of vehicles |
US20120106806A1 (en) * | 2010-11-01 | 2012-05-03 | Microsoft Corporation | Face Recognition in Video Content |
US8254647B1 (en) | 2012-04-16 | 2012-08-28 | Google Inc. | Facial image quality assessment |
CN102682295A (en) | 2012-05-24 | 2012-09-19 | 杭州图伦信息技术有限公司 | Method and device for detecting passengers by seeing through automobile membrane |
US20120262577A1 (en) * | 2011-04-13 | 2012-10-18 | Xerox Corporation | Determining a number of objects in an ir image |
WO2012160251A2 (en) | 2011-05-23 | 2012-11-29 | Teknologian Tutkimuskeskus Vtt | A system, a detection unit, a method and a computer program for detecting passengers' seat belt use in a vehicle |
US20120328197A1 (en) * | 2010-01-25 | 2012-12-27 | Conrad Sanderson | Identifying matching images |
WO2013004864A1 (en) * | 2011-07-06 | 2013-01-10 | Universitat Politècnica De Catalunya | Viewing system for controlling occupancy of vehicles at a toll station |
KR101252671B1 (en) | 2011-04-29 | 2013-04-09 | 주식회사 디아이랩 | Vehicle imeging system and method of controlling intensity of rafiation |
US20130129159A1 (en) | 2011-11-22 | 2013-05-23 | Ronald Huijgens | Face recognition method and apparatus |
US20130147959A1 (en) * | 2011-12-13 | 2013-06-13 | Xerox Corporation | Determining a pixel classification threshold for vehicle occupancy detection |
US20130176285A1 (en) | 2011-09-20 | 2013-07-11 | Sony Mobile Communications Japan, Inc. | Image processing apparatus, image processing method, and program |
EP2620896A2 (en) | 2012-01-30 | 2013-07-31 | Accenture Global Services Limited | System And Method For Face Capture And Matching |
US20130202274A1 (en) | 2011-12-02 | 2013-08-08 | Eric Chan | Video camera band and system |
US8509486B2 (en) | 2010-10-29 | 2013-08-13 | National Chiao Tung University | Vehicle license plate recognition method and system thereof |
US20130236068A1 (en) | 2012-03-12 | 2013-09-12 | Kave Eshghi | Calculating facial image similarity |
US20130243260A1 (en) | 2012-03-15 | 2013-09-19 | Xerox Corporation | Methods, systems and processor-readable media for tracking history data utilizing vehicle and facial information |
US20130251214A1 (en) | 2012-03-26 | 2013-09-26 | Amerasia International Technology, Inc. | Biometric registration and verification system and method |
US20130266193A1 (en) | 2012-04-09 | 2013-10-10 | Accenture Global Services Limited | Biometric matching technology |
US20130266196A1 (en) | 2010-12-28 | 2013-10-10 | Omron Corporation | Monitoring apparatus, method, and program |
US20130279757A1 (en) * | 2012-04-19 | 2013-10-24 | Intelligence Based Integrated Security Systems, In | Large venue security method |
US8604901B2 (en) | 2006-06-27 | 2013-12-10 | Eyelock, Inc. | Ensuring the provenance of passengers at a transportation facility |
US20130336538A1 (en) * | 2012-06-19 | 2013-12-19 | Xerox Corporation | Occupancy detection for managed lane enforcement based on localization and classification of windshield images |
US20140002617A1 (en) | 2012-06-27 | 2014-01-02 | The Board Of Trustees Of The University Of Illinois | Particle tracking system and method |
US20140029005A1 (en) | 2011-02-08 | 2014-01-30 | Reinhold Fiess | Method and device for determining an optical clarity through a car window |
US20140044348A1 (en) | 2011-02-18 | 2014-02-13 | National Ict Australia Limited | Image quality assessment |
US20140063177A1 (en) | 2012-09-04 | 2014-03-06 | Cisco Technology, Inc. | Generating and Rendering Synthesized Views with Multiple Video Streams in Telepresence Video Conference Sessions |
WO2014054328A1 (en) | 2012-10-02 | 2014-04-10 | 株式会社 東芝 | Vehicle detection apparatus |
US20140132746A1 (en) | 2012-11-14 | 2014-05-15 | Timothy King | Image capture stabilization |
US20140132501A1 (en) | 2012-11-12 | 2014-05-15 | Electronics And Telecommunications Research Instit Ute | Method and apparatus for projecting patterns using structured light method |
WO2014110629A1 (en) | 2013-01-17 | 2014-07-24 | Sensen Networks Pty Ltd | Automated vehicle recognition |
CN104024827A (en) | 2011-11-02 | 2014-09-03 | 株式会社理光 | Image processing apparatus, image-capturing method, and vehicle |
US8830322B2 (en) | 2012-08-06 | 2014-09-09 | Cloudparc, Inc. | Controlling use of a single multi-vehicle parking space and a restricted location within the single multi-vehicle parking space using multiple cameras |
US20140253701A1 (en) | 2013-03-10 | 2014-09-11 | Orcam Technologies Ltd. | Apparatus and method for analyzing images |
US20140254890A1 (en) | 2013-03-05 | 2014-09-11 | Adam S. Bergman | Predictive theft notification for the prevention of theft |
US20140285315A1 (en) | 2013-03-21 | 2014-09-25 | Unisys Corporation | Systems and methods for an automated entry system |
US8861802B2 (en) | 2012-03-13 | 2014-10-14 | Honeywell International Inc. | Face image prioritization based on face quality analysis |
US20140320281A1 (en) | 2013-04-23 | 2014-10-30 | Canary Connect, Inc. | System and methods for designating and notifying secondary users for location-based monitoring |
US20140334684A1 (en) * | 2012-08-20 | 2014-11-13 | Jonathan Strimling | System and method for neighborhood-scale vehicle monitoring |
KR101514444B1 (en) | 2013-10-16 | 2015-04-22 | 주식회사 현대케피코 | Vehicle Inspection System And Method |
US20150131872A1 (en) | 2007-12-31 | 2015-05-14 | Ray Ganong | Face detection and recognition |
US20150186711A1 (en) | 2012-01-17 | 2015-07-02 | Amazon Technologies, Inc. | User authentication through video analysis |
US9087204B2 (en) | 2012-04-10 | 2015-07-21 | Sita Information Networking Computing Ireland Limited | Airport security check system and method therefor |
US9105128B2 (en) | 2011-08-26 | 2015-08-11 | Skybox Imaging, Inc. | Adaptive image acquisition and processing with image analysis feedback |
WO2015120413A1 (en) | 2014-02-07 | 2015-08-13 | Fanpics, Llc | Real-time imaging systems and methods for capturing in-the-moment images of users viewing an event in a home or local environment |
DE102015002802A1 (en) | 2015-03-06 | 2015-08-27 | Daimler Ag | Vehicle monitoring device and method for monitoring a vehicle interior and / or a vehicle environment |
US20150262024A1 (en) | 2010-12-22 | 2015-09-17 | Xid Technologies Pte Ltd | Systems and methods for face authentication or recognition using spectrally and/or temporally filtered flash illumination |
US20150261994A1 (en) | 2014-03-11 | 2015-09-17 | Fujifilm Corporation | Image processor, important person determination method, image layout method as well as program and recording medium |
US20150278617A1 (en) * | 2012-10-26 | 2015-10-01 | Nec Corporation | Device, method and program for measuring number of passengers |
US20150286883A1 (en) | 2014-04-04 | 2015-10-08 | Xerox Corporation | Robust windshield detection via landmark localization |
US20150294144A1 (en) * | 2012-10-19 | 2015-10-15 | Nec Corporation | Passenger counting system, passenger counting method and passenger counting program |
US20150317535A1 (en) | 2014-05-02 | 2015-11-05 | Robert Bosch Gmbh | Method and device for image-based visibility range estimation |
US9189680B2 (en) | 2011-09-14 | 2015-11-17 | Hitachi Information & Telecommunication Engineering, Ltd. | Authentication system |
US20150331105A1 (en) * | 2014-05-16 | 2015-11-19 | Palo Alto Research Center Incorporated | Computer-Implemented System And Method For Detecting Vehicle Occupancy |
US20150347860A1 (en) | 2014-05-30 | 2015-12-03 | Apple Inc. | Systems And Methods For Character Sequence Recognition With No Explicit Segmentation |
KR20150137666A (en) | 2014-05-30 | 2015-12-09 | 비원이미지 주식회사 | Security optical turnstile system |
US20150357000A1 (en) | 2013-01-30 | 2015-12-10 | Windense Ltd. | Motion Picture Processing System |
US9230183B2 (en) | 2010-02-26 | 2016-01-05 | Gentex Corporation | Automatic vehicle equipment monitoring, warning, and control system |
US20160026855A1 (en) | 2014-07-28 | 2016-01-28 | Centre For Development Of Advanced Computing (C-Dac) | Apparatus for Automated Monitoring of Facial Images and a Process Therefor |
DE102014214352A1 (en) | 2014-07-23 | 2016-01-28 | Robert Bosch Gmbh | Method and arrangement for operating an occupant observation system |
US20160063235A1 (en) | 2014-08-28 | 2016-03-03 | Kevin Alan Tussy | Facial Recognition Authentication System Including Path Parameters |
US9292754B2 (en) | 2013-04-04 | 2016-03-22 | Suprema Inc. | Method for face recognition |
KR101628390B1 (en) | 2010-09-28 | 2016-06-09 | 현대자동차주식회사 | Apparatus and method for driver authentication in vehicle |
US20160171808A1 (en) | 2014-12-15 | 2016-06-16 | Assa Abloy Inc. | Using low power radio to control a higher power communication interface |
US20160171312A1 (en) | 2013-07-22 | 2016-06-16 | Kabushiki Kaisha Toshiba | Vehicle monitoring apparatus and vehicle monitoring method |
US20160178936A1 (en) | 2014-12-23 | 2016-06-23 | Multimedia Image Solution Limited | Method of Virtually Trying on Eyeglasses |
US9396595B1 (en) | 2012-01-24 | 2016-07-19 | Isaac S. Daniel | System and method for authorizing entry into a country using an inflight immigration card |
CN105785472A (en) | 2016-03-08 | 2016-07-20 | 竹天探索(北京)科技有限公司 | Equipment and method for inspecting personnel hidden in vehicle |
US20160217319A1 (en) * | 2012-10-01 | 2016-07-28 | The Regents Of The University Of California | Unified face representation for individual recognition in surveillance videos and vehicle logo super-resolution system |
US20160239714A1 (en) * | 2013-10-09 | 2016-08-18 | Nec Corporation | Passenger counting device, passenger counting method, and program recording medium |
US20160253331A1 (en) | 2011-03-03 | 2016-09-01 | International Business Machines Corporation | Determination of a service description most closely matching a specified service name |
JP5997871B2 (en) | 2010-12-10 | 2016-09-28 | ティーケー ホールディングス インク.Tk Holdings Inc. | Vehicle driver monitoring system |
US9460598B2 (en) | 2013-03-05 | 2016-10-04 | Tyco Fire & Security Gmbh | Facial recognition in controlled access areas utilizing electronic article surveillance (EAS) system |
US20160300410A1 (en) | 2015-04-10 | 2016-10-13 | Jaguar Land Rover Limited | Door Access System for a Vehicle |
US9471838B2 (en) | 2012-09-05 | 2016-10-18 | Motorola Solutions, Inc. | Method, apparatus and system for performing facial recognition |
WO2016183408A1 (en) | 2015-05-14 | 2016-11-17 | Gatekeeper, Inc. | Apparatus, systems and methods for enhanced visual inspection of vehicle interiors |
US20160343251A1 (en) | 2014-12-09 | 2016-11-24 | Hizen Co., Ltd | Smart vehicle checking system for counterterrorism |
US20160379043A1 (en) * | 2013-11-25 | 2016-12-29 | Ehsan FAZL ERSI | System and method for face recognition |
US9533687B2 (en) | 2014-12-30 | 2017-01-03 | Tk Holdings Inc. | Occupant monitoring systems and methods |
US9552524B2 (en) | 2014-09-15 | 2017-01-24 | Xerox Corporation | System and method for detecting seat belt violations from front view vehicle images |
US20170046808A1 (en) | 2013-09-20 | 2017-02-16 | Dallas/Fort Worth International Airport Board | Apparatus, system, and method supporting compliance with customs/border requirements |
US20170068863A1 (en) * | 2015-09-04 | 2017-03-09 | Qualcomm Incorporated | Occupancy detection using computer vision |
US20170076140A1 (en) | 2015-09-14 | 2017-03-16 | Panasonic Intellectual Property Management Co., Ltd. | Wearable camera system and method of notifying person |
US9600712B2 (en) | 2013-08-30 | 2017-03-21 | Samsung Electronics Co., Ltd. | Method and apparatus for processing digital images using face recognition |
US9623878B2 (en) | 2014-04-02 | 2017-04-18 | Magna Electronics Inc. | Personalized driver assistance system for vehicle |
WO2017151859A1 (en) | 2016-03-02 | 2017-09-08 | Tinoq Inc. | Systems and methods for efficient face recognition |
CA3010922A1 (en) | 2016-03-17 | 2017-09-21 | Nec Corporation | Passenger counting device, system, method and program |
US9791766B2 (en) | 2013-12-20 | 2017-10-17 | Ekin Teknoloji Sanayi Ve Ticaret Anonim Sirketi | Portable license plate reader, speed sensor and face recognition system |
US20180018351A1 (en) | 2016-07-18 | 2018-01-18 | Joshua Fagans | File management system facilitating the organization of content by using visualizations of the organizational state augmented by a configurable workflow |
US20180082131A1 (en) | 2016-09-16 | 2018-03-22 | Hong Kong Applied Science and Technology Research Institute Company Limited | Vehicle detection, tracking and localization based on enhanced anti-perspective transformation |
US20180089528A1 (en) | 2016-09-27 | 2018-03-29 | Canon Kabushiki Kaisha | Method, system and apparatus for selecting a video frame |
US9953210B1 (en) | 2017-05-30 | 2018-04-24 | Gatekeeper Inc. | Apparatus, systems and methods for improved facial detection and recognition in vehicle inspection security systems |
US20180181737A1 (en) | 2014-08-28 | 2018-06-28 | Facetec, Inc. | Facial Recognition Authentication System Including Path Parameters |
US20180189551A1 (en) | 2015-06-30 | 2018-07-05 | Nec Corporation Of America | Facial recognition system |
US20180196587A1 (en) | 2015-12-30 | 2018-07-12 | Google Llc | Systems and Methods for Selective Retention and Editing of Images Captured by Mobile Image Capture Device |
US20180225307A1 (en) * | 2016-08-31 | 2018-08-09 | Robert William Kocher | Two-stage, facial recognition and identification system (two-stage facial R & I system) |
US20180307915A1 (en) | 2017-04-24 | 2018-10-25 | Toyota Research Institute, Inc. | Systems and methods for identifying changes within a mapped environment |
US20180306598A1 (en) | 2017-04-19 | 2018-10-25 | Ford Global Technologies, Llc | Control module activation of vehicles in a key-off state to determine driving routes |
US10146797B2 (en) | 2015-05-29 | 2018-12-04 | Accenture Global Services Limited | Face recognition image data cache |
US20190089934A1 (en) | 2017-09-20 | 2019-03-21 | Google Llc | Systems and Methods of Presenting Appropriate Actions for Responding to a Visitor to a Smart Home Environment |
KR20190030960A (en) | 2017-09-15 | 2019-03-25 | 김종정 | System and method to manage entrance and exit by using a carnumber recognition system |
US20190354750A1 (en) | 2018-05-16 | 2019-11-21 | Gatekeeper Security, Inc. | Facial detection and recognition for pedestrian traffic |
US20190373157A1 (en) * | 2017-02-28 | 2019-12-05 | Mitsubishi Electric Corporation | Image shooting control device for vehicle, driver monitoring device, image shooting control method for vehicle, and driver monitoring method |
US10674587B2 (en) | 2016-10-11 | 2020-06-02 | Signify Holding B.V. | Control system for a surveillance system, surveillance system and method of controlling a surveillance system |
US10867193B1 (en) | 2019-07-10 | 2020-12-15 | Gatekeeper Security, Inc. | Imaging systems for facial detection, license plate reading, vehicle overview and vehicle make, model, and color detection |
US11087119B2 (en) | 2018-05-16 | 2021-08-10 | Gatekeeper Security, Inc. | Facial detection and recognition for pedestrian traffic |
US11196965B2 (en) | 2019-10-25 | 2021-12-07 | Gatekeeper Security, Inc. | Image artifact mitigation in scanners for entry control systems |
-
2018
- 2018-10-08 US US16/154,130 patent/US11538257B2/en active Active
- 2018-12-07 EP EP18885197.6A patent/EP3721422A4/en active Pending
- 2018-12-07 WO PCT/US2018/064444 patent/WO2019113427A1/en unknown
Patent Citations (205)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4288819A (en) | 1979-05-10 | 1981-09-08 | Williams Robert T | Multi-field imaging device |
US5091924A (en) | 1989-08-09 | 1992-02-25 | Heimann Gmbh | Apparatus for the transillumination of articles with a fan-shaped radiation beam |
US5119236A (en) | 1990-10-22 | 1992-06-02 | Rockwell International Corporation | Split mirror vision augmentation system |
US5283643A (en) | 1990-10-30 | 1994-02-01 | Yoshizo Fujimoto | Flight information recording method and device for aircraft |
GB2258321A (en) | 1991-07-31 | 1993-02-03 | Morfax Ltd | Inspection systems for vehicles using linescan camera and reflector |
US5343390A (en) | 1992-02-28 | 1994-08-30 | Arch Development Corporation | Method and system for automated selection of regions of interest and detection of septal lines in digital chest radiographs |
US20030209893A1 (en) | 1992-05-05 | 2003-11-13 | Breed David S. | Occupant sensing system |
US5361840A (en) | 1993-04-26 | 1994-11-08 | Bruce Matthews | Well plugging apparatus and method |
US5449864A (en) | 1993-07-23 | 1995-09-12 | Beatty; Jeffrey K. | Motor vehicle screening apparatus and method |
US6313946B1 (en) | 1993-11-23 | 2001-11-06 | Tony Petitto | Technique for depth of field viewing of images using an aspherical lens |
US6400835B1 (en) | 1996-05-15 | 2002-06-04 | Jerome H. Lemelson | Taillight mounted vehicle security system employing facial recognition using a reflected image |
US7602947B1 (en) | 1996-05-15 | 2009-10-13 | Lemelson Jerome H | Facial-recognition vehicle security system |
US20020092988A1 (en) | 1998-10-30 | 2002-07-18 | Didomenico John | Multilane remote sensing device |
US6459764B1 (en) | 1999-01-27 | 2002-10-01 | American Science And Engineering, Inc. | Drive-through vehicle inspection system |
US7076088B2 (en) * | 1999-09-03 | 2006-07-11 | Honeywell International Inc. | Near-infrared disguise detection |
US6718049B2 (en) * | 1999-09-03 | 2004-04-06 | Honeywell International Inc. | Near-infrared disguise detection |
WO2001046668A1 (en) | 1999-12-22 | 2001-06-28 | Visy Oy | Method for monitoring transport vehicles |
US6650765B1 (en) | 2000-01-11 | 2003-11-18 | Pulnix America, Inc. | System for simultaneously imaging vehicles and their license plates |
JP4366008B2 (en) | 2000-11-14 | 2009-11-18 | 三菱電機株式会社 | Imaging device |
DE10101341A1 (en) | 2001-01-13 | 2002-07-18 | Daimler Chrysler Ag | System for monitoring a vehicle's interior uses a camera installed in a passenger area to digitize captured images and transfer image data by radio signals to a fixed monitoring station |
US6611200B2 (en) | 2001-10-03 | 2003-08-26 | The United States Of America As Represented By The Secretary Of The Air Force | Method for viewing through tinted windows |
US20090080715A1 (en) | 2001-10-17 | 2009-03-26 | Van Beek Gary A | Face imaging system for recordal and automated identity confirmation |
US20050063566A1 (en) | 2001-10-17 | 2005-03-24 | Beek Gary A . Van | Face imaging system for recordal and automated identity confirmation |
US20070133844A1 (en) | 2001-11-08 | 2007-06-14 | Waehner Glenn C | Security identification system |
US7305108B2 (en) | 2001-11-08 | 2007-12-04 | Pelco | Security identification system |
US6958676B1 (en) | 2002-02-06 | 2005-10-25 | Sts International Ltd | Vehicle passenger authorization system |
US20030174865A1 (en) | 2002-03-15 | 2003-09-18 | Mark William Vernon | Vehicle license plate imaging and reading system for day and night |
US6856344B2 (en) | 2002-04-02 | 2005-02-15 | Robert H. Franz | Vehicle undercarriage inspection and imaging method and system |
US20030185340A1 (en) | 2002-04-02 | 2003-10-02 | Frantz Robert H. | Vehicle undercarriage inspection and imaging method and system |
US20060117186A1 (en) | 2002-05-16 | 2006-06-01 | Tae-Soon Yeo | Entrance and exit management system |
JP2003348573A (en) | 2002-05-23 | 2003-12-05 | Keikomu Engineering Kk | Device for monitoring bottom face of vehicle |
US7439847B2 (en) | 2002-08-23 | 2008-10-21 | John C. Pederson | Intelligent observation and identification database system |
US20040199785A1 (en) | 2002-08-23 | 2004-10-07 | Pederson John C. | Intelligent observation and identification database system |
US20050271184A1 (en) | 2002-09-22 | 2005-12-08 | Yuval Ovadia | Inspection system for limited access spaces |
US20040070679A1 (en) | 2002-10-15 | 2004-04-15 | Pope David R. | Compensating for delays inherent in digital still camera imaging |
US7102665B1 (en) | 2002-12-10 | 2006-09-05 | The United States Of America As Represented By The Secretary Of The Navy | Vehicle underbody imaging system |
US7092106B2 (en) | 2002-12-13 | 2006-08-15 | The United States Of America As Represented By The Secretary Of The Army | System for determining the configuration of obscured structure by employing phase profilometry and method of use therefor |
US20040165750A1 (en) | 2003-01-07 | 2004-08-26 | Chew Khien Meow David | Intelligent vehicle access control system |
US8005267B2 (en) | 2003-01-07 | 2011-08-23 | Stratech Systems Limited | Intelligent vehicle access control system |
EP1482329A1 (en) | 2003-04-01 | 2004-12-01 | VBISS GmbH | Method and system for detecting hidden object under vehicle |
US20040225651A1 (en) | 2003-05-07 | 2004-11-11 | Musgrove Timothy A. | System and method for automatically generating a narrative product summary |
US6972693B2 (en) | 2003-05-19 | 2005-12-06 | Brown Betty J | Vehicle security inspection system |
WO2004110054A1 (en) | 2003-06-10 | 2004-12-16 | Teleradio Engineering Pte Ltd | Under vehicle inspection shuttle system |
KR20050003664A (en) | 2003-07-03 | 2005-01-12 | 주식회사 한국알에프 | A Vehicle base photographing device and a control system of an in-out vehicle using thereof |
US7689033B2 (en) * | 2003-07-16 | 2010-03-30 | Microsoft Corporation | Robust multi-view face detection methods and apparatuses |
US20060028556A1 (en) * | 2003-07-25 | 2006-02-09 | Bunn Frank E | Voice, lip-reading, face and emotion stress analysis, fuzzy logic intelligent camera system |
US20050110610A1 (en) * | 2003-09-05 | 2005-05-26 | Bazakos Michael E. | System and method for gate access control |
US20060055512A1 (en) | 2003-09-12 | 2006-03-16 | Stratech Systems Limited | Method and system for monitoring the movement of people |
US20070122007A1 (en) * | 2003-10-09 | 2007-05-31 | James Austin | Image recognition |
US20050105806A1 (en) | 2003-11-14 | 2005-05-19 | Yasuhiko Nagaoka | Method and apparatus for organizing digital media based on face recognition |
US7132653B2 (en) | 2004-01-07 | 2006-11-07 | Robert Carl Faubion | Apparatus for visual comparison of infrared images |
US20060018522A1 (en) | 2004-06-14 | 2006-01-26 | Fujifilm Software(California), Inc. | System and method applying image-based face recognition for online profile browsing |
US8155384B2 (en) | 2004-10-11 | 2012-04-10 | Stratech Systems Limited | System and method for automatic exterior and interior inspection of vehicles |
US20060102843A1 (en) * | 2004-11-12 | 2006-05-18 | Bazakos Michael E | Infrared and visible fusion face recognition system |
US7602942B2 (en) * | 2004-11-12 | 2009-10-13 | Honeywell International Inc. | Infrared and visible fusion face recognition system |
US7469060B2 (en) * | 2004-11-12 | 2008-12-23 | Honeywell International Inc. | Infrared face detection and recognition system |
US20060146062A1 (en) | 2004-12-30 | 2006-07-06 | Samsung Electronics Co., Ltd. | Method and apparatus for constructing classifiers based on face texture information and method and apparatus for recognizing face using statistical features of face texture information |
US8305442B2 (en) | 2005-02-23 | 2012-11-06 | Gatekeeper, Inc. | Entry control point device, system and method |
US20120140079A1 (en) | 2005-02-23 | 2012-06-07 | Millar Christopher A | Entry Control Point Device, System and Method |
US7349007B2 (en) | 2005-02-23 | 2008-03-25 | Gatekeeper, Inc. | Entry control point device, system and method |
US8358343B2 (en) | 2005-02-23 | 2013-01-22 | Gatekeeper, Inc. | Entry control point device, system and method |
US20080211914A1 (en) | 2005-02-24 | 2008-09-04 | Perceptics, Llc | Apparatus and method for capturing and displaying images of the undercarriage of vehicles |
US8067719B2 (en) | 2005-02-24 | 2011-11-29 | Perceptics, Llc | Apparatus and method for capturing and displaying images of the undercarriage of vehicles including one or more scene cameras |
US20060284982A1 (en) | 2005-06-17 | 2006-12-21 | Petronel Bigioi | Method for establishing a paired connection between media devices |
US7792970B2 (en) | 2005-06-17 | 2010-09-07 | Fotonation Vision Limited | Method for establishing a paired connection between media devices |
US20070112699A1 (en) * | 2005-06-20 | 2007-05-17 | Samsung Electronics Co., Ltd. | Image verification method, medium, and apparatus using a kernel based discriminant analysis with a local binary pattern (LBP) |
US20070030350A1 (en) | 2005-08-04 | 2007-02-08 | Ervin Wagner | Remote inspection apparatus for vehicles |
US20070087756A1 (en) * | 2005-10-04 | 2007-04-19 | Hoffberg Steven M | Multifactorial optimization system and method |
US7642899B2 (en) | 2006-03-17 | 2010-01-05 | Julio Alvarado | Vehicle observation apparatus |
US8604901B2 (en) | 2006-06-27 | 2013-12-10 | Eyelock, Inc. | Ensuring the provenance of passengers at a transportation facility |
US20090303342A1 (en) | 2006-08-11 | 2009-12-10 | Fotonation Ireland Limited | Face tracking for controlling imaging parameters |
US20080175438A1 (en) * | 2007-01-23 | 2008-07-24 | Jai Pulnix, Inc. | High occupancy vehicle (HOV) lane enforcement |
US7786897B2 (en) | 2007-01-23 | 2010-08-31 | Jai Pulnix, Inc. | High occupancy vehicle (HOV) lane enforcement |
US20080285803A1 (en) | 2007-05-15 | 2008-11-20 | Jai Inc., Usa. | Modulated light trigger for license plate recognition cameras |
US20080298644A1 (en) * | 2007-05-29 | 2008-12-04 | S1 Corporation | System and method for controlling image quality |
US20080297611A1 (en) | 2007-05-31 | 2008-12-04 | Microsoft Corporation | Computer-controlled lighting for video communication |
US20090023472A1 (en) | 2007-07-19 | 2009-01-22 | Samsung Electronics Co. Ltd. | Method and apparatus for providing phonebook using image in a portable terminal |
KR20090031136A (en) | 2007-09-21 | 2009-03-25 | 디지토닷컴 주식회사 | System for collecting toll using gps and method therefor |
US20150131872A1 (en) | 2007-12-31 | 2015-05-14 | Ray Ganong | Face detection and recognition |
US20090232365A1 (en) * | 2008-03-11 | 2009-09-17 | Cognimatics Ab | Method and device for face recognition |
US8054182B2 (en) | 2008-04-16 | 2011-11-08 | The Johns Hopkins University | Remotely directed vehicle inspection method and apparatus |
US20100158380A1 (en) * | 2008-12-19 | 2010-06-24 | Disney Enterprises, Inc. | Method, system and apparatus for media customization |
US8028903B1 (en) | 2009-09-04 | 2011-10-04 | F3M3 Companies, Inc. | System and method of pre-approving card holders for expedited security processing using emerging countries international travel approval control card |
KR100964886B1 (en) | 2009-11-10 | 2010-06-23 | 파크너(주) | Vehicle Number Recognition System and Its Recognition Method |
KR100964025B1 (en) | 2009-12-24 | 2010-06-15 | 나온아이앤티 (주) | System for controlling entrance or exit of vehicle using image of vehicles bottom and device for controlling thereof |
US20120328197A1 (en) * | 2010-01-25 | 2012-12-27 | Conrad Sanderson | Identifying matching images |
US20110182473A1 (en) | 2010-01-28 | 2011-07-28 | American Traffic Solutions, Inc. of Kansas | System and method for video signal sensing using traffic enforcement cameras |
US9230183B2 (en) | 2010-02-26 | 2016-01-05 | Gentex Corporation | Automatic vehicle equipment monitoring, warning, and control system |
US20110242285A1 (en) | 2010-03-31 | 2011-10-06 | Raytheon Company | Imaging system and method using partial-coherence speckle interference tomography |
US20120069183A1 (en) | 2010-09-16 | 2012-03-22 | Kabushiki Kaisha Toshiba | Vehicle detection apparatus |
KR101628390B1 (en) | 2010-09-28 | 2016-06-09 | 현대자동차주식회사 | Apparatus and method for driver authentication in vehicle |
US8509486B2 (en) | 2010-10-29 | 2013-08-13 | National Chiao Tung University | Vehicle license plate recognition method and system thereof |
US20120106806A1 (en) * | 2010-11-01 | 2012-05-03 | Microsoft Corporation | Face Recognition in Video Content |
JP5997871B2 (en) | 2010-12-10 | 2016-09-28 | ティーケー ホールディングス インク.Tk Holdings Inc. | Vehicle driver monitoring system |
US20150262024A1 (en) | 2010-12-22 | 2015-09-17 | Xid Technologies Pte Ltd | Systems and methods for face authentication or recognition using spectrally and/or temporally filtered flash illumination |
US9256794B2 (en) | 2010-12-22 | 2016-02-09 | Xid Technologies Pte Ltd | Systems and methods for face authentication or recognition using spectrally and/or temporally filtered flash illumination |
US20130266196A1 (en) | 2010-12-28 | 2013-10-10 | Omron Corporation | Monitoring apparatus, method, and program |
US20140029005A1 (en) | 2011-02-08 | 2014-01-30 | Reinhold Fiess | Method and device for determining an optical clarity through a car window |
US9613258B2 (en) | 2011-02-18 | 2017-04-04 | Iomniscient Pty Ltd | Image quality assessment |
US20140044348A1 (en) | 2011-02-18 | 2014-02-13 | National Ict Australia Limited | Image quality assessment |
US20160253331A1 (en) | 2011-03-03 | 2016-09-01 | International Business Machines Corporation | Determination of a service description most closely matching a specified service name |
US20120262577A1 (en) * | 2011-04-13 | 2012-10-18 | Xerox Corporation | Determining a number of objects in an ir image |
KR101252671B1 (en) | 2011-04-29 | 2013-04-09 | 주식회사 디아이랩 | Vehicle imeging system and method of controlling intensity of rafiation |
WO2012160251A2 (en) | 2011-05-23 | 2012-11-29 | Teknologian Tutkimuskeskus Vtt | A system, a detection unit, a method and a computer program for detecting passengers' seat belt use in a vehicle |
ES2395105A1 (en) | 2011-07-06 | 2013-02-08 | Universitat Politècnica De Catalunya | Viewing system for controlling occupancy of vehicles at a toll station |
WO2013004864A1 (en) * | 2011-07-06 | 2013-01-10 | Universitat Politècnica De Catalunya | Viewing system for controlling occupancy of vehicles at a toll station |
US9105128B2 (en) | 2011-08-26 | 2015-08-11 | Skybox Imaging, Inc. | Adaptive image acquisition and processing with image analysis feedback |
US9189680B2 (en) | 2011-09-14 | 2015-11-17 | Hitachi Information & Telecommunication Engineering, Ltd. | Authentication system |
US20130176285A1 (en) | 2011-09-20 | 2013-07-11 | Sony Mobile Communications Japan, Inc. | Image processing apparatus, image processing method, and program |
CN104024827A (en) | 2011-11-02 | 2014-09-03 | 株式会社理光 | Image processing apparatus, image-capturing method, and vehicle |
US20130129159A1 (en) | 2011-11-22 | 2013-05-23 | Ronald Huijgens | Face recognition method and apparatus |
US20130202274A1 (en) | 2011-12-02 | 2013-08-08 | Eric Chan | Video camera band and system |
US20130147959A1 (en) * | 2011-12-13 | 2013-06-13 | Xerox Corporation | Determining a pixel classification threshold for vehicle occupancy detection |
US20150186711A1 (en) | 2012-01-17 | 2015-07-02 | Amazon Technologies, Inc. | User authentication through video analysis |
US9396595B1 (en) | 2012-01-24 | 2016-07-19 | Isaac S. Daniel | System and method for authorizing entry into a country using an inflight immigration card |
EP2620896A2 (en) | 2012-01-30 | 2013-07-31 | Accenture Global Services Limited | System And Method For Face Capture And Matching |
US20130236068A1 (en) | 2012-03-12 | 2013-09-12 | Kave Eshghi | Calculating facial image similarity |
US8861802B2 (en) | 2012-03-13 | 2014-10-14 | Honeywell International Inc. | Face image prioritization based on face quality analysis |
US20130243260A1 (en) | 2012-03-15 | 2013-09-19 | Xerox Corporation | Methods, systems and processor-readable media for tracking history data utilizing vehicle and facial information |
US20130251214A1 (en) | 2012-03-26 | 2013-09-26 | Amerasia International Technology, Inc. | Biometric registration and verification system and method |
US20130266193A1 (en) | 2012-04-09 | 2013-10-10 | Accenture Global Services Limited | Biometric matching technology |
US9667627B2 (en) | 2012-04-10 | 2017-05-30 | Sita Information Networking Computing Ireland Limited | Airport security check system and method therefor |
US9087204B2 (en) | 2012-04-10 | 2015-07-21 | Sita Information Networking Computing Ireland Limited | Airport security check system and method therefor |
US8254647B1 (en) | 2012-04-16 | 2012-08-28 | Google Inc. | Facial image quality assessment |
US20130279757A1 (en) * | 2012-04-19 | 2013-10-24 | Intelligence Based Integrated Security Systems, In | Large venue security method |
CN102682295A (en) | 2012-05-24 | 2012-09-19 | 杭州图伦信息技术有限公司 | Method and device for detecting passengers by seeing through automobile membrane |
US20130336538A1 (en) * | 2012-06-19 | 2013-12-19 | Xerox Corporation | Occupancy detection for managed lane enforcement based on localization and classification of windshield images |
US20140002617A1 (en) | 2012-06-27 | 2014-01-02 | The Board Of Trustees Of The University Of Illinois | Particle tracking system and method |
US8830322B2 (en) | 2012-08-06 | 2014-09-09 | Cloudparc, Inc. | Controlling use of a single multi-vehicle parking space and a restricted location within the single multi-vehicle parking space using multiple cameras |
US20140334684A1 (en) * | 2012-08-20 | 2014-11-13 | Jonathan Strimling | System and method for neighborhood-scale vehicle monitoring |
US20140063177A1 (en) | 2012-09-04 | 2014-03-06 | Cisco Technology, Inc. | Generating and Rendering Synthesized Views with Multiple Video Streams in Telepresence Video Conference Sessions |
US9471838B2 (en) | 2012-09-05 | 2016-10-18 | Motorola Solutions, Inc. | Method, apparatus and system for performing facial recognition |
US20160217319A1 (en) * | 2012-10-01 | 2016-07-28 | The Regents Of The University Of California | Unified face representation for individual recognition in surveillance videos and vehicle logo super-resolution system |
WO2014054328A1 (en) | 2012-10-02 | 2014-04-10 | 株式会社 東芝 | Vehicle detection apparatus |
US20150294144A1 (en) * | 2012-10-19 | 2015-10-15 | Nec Corporation | Passenger counting system, passenger counting method and passenger counting program |
US20150278617A1 (en) * | 2012-10-26 | 2015-10-01 | Nec Corporation | Device, method and program for measuring number of passengers |
US20140132501A1 (en) | 2012-11-12 | 2014-05-15 | Electronics And Telecommunications Research Instit Ute | Method and apparatus for projecting patterns using structured light method |
US20140132746A1 (en) | 2012-11-14 | 2014-05-15 | Timothy King | Image capture stabilization |
WO2014110629A1 (en) | 2013-01-17 | 2014-07-24 | Sensen Networks Pty Ltd | Automated vehicle recognition |
US20150357000A1 (en) | 2013-01-30 | 2015-12-10 | Windense Ltd. | Motion Picture Processing System |
US9460598B2 (en) | 2013-03-05 | 2016-10-04 | Tyco Fire & Security Gmbh | Facial recognition in controlled access areas utilizing electronic article surveillance (EAS) system |
US20140254890A1 (en) | 2013-03-05 | 2014-09-11 | Adam S. Bergman | Predictive theft notification for the prevention of theft |
US20140253701A1 (en) | 2013-03-10 | 2014-09-11 | Orcam Technologies Ltd. | Apparatus and method for analyzing images |
US20140285315A1 (en) | 2013-03-21 | 2014-09-25 | Unisys Corporation | Systems and methods for an automated entry system |
US9292754B2 (en) | 2013-04-04 | 2016-03-22 | Suprema Inc. | Method for face recognition |
US20140320281A1 (en) | 2013-04-23 | 2014-10-30 | Canary Connect, Inc. | System and methods for designating and notifying secondary users for location-based monitoring |
US20160171312A1 (en) | 2013-07-22 | 2016-06-16 | Kabushiki Kaisha Toshiba | Vehicle monitoring apparatus and vehicle monitoring method |
US9600712B2 (en) | 2013-08-30 | 2017-03-21 | Samsung Electronics Co., Ltd. | Method and apparatus for processing digital images using face recognition |
US20170046808A1 (en) | 2013-09-20 | 2017-02-16 | Dallas/Fort Worth International Airport Board | Apparatus, system, and method supporting compliance with customs/border requirements |
US20160239714A1 (en) * | 2013-10-09 | 2016-08-18 | Nec Corporation | Passenger counting device, passenger counting method, and program recording medium |
KR101514444B1 (en) | 2013-10-16 | 2015-04-22 | 주식회사 현대케피코 | Vehicle Inspection System And Method |
US20160379043A1 (en) * | 2013-11-25 | 2016-12-29 | Ehsan FAZL ERSI | System and method for face recognition |
US9791766B2 (en) | 2013-12-20 | 2017-10-17 | Ekin Teknoloji Sanayi Ve Ticaret Anonim Sirketi | Portable license plate reader, speed sensor and face recognition system |
WO2015120413A1 (en) | 2014-02-07 | 2015-08-13 | Fanpics, Llc | Real-time imaging systems and methods for capturing in-the-moment images of users viewing an event in a home or local environment |
US20150261994A1 (en) | 2014-03-11 | 2015-09-17 | Fujifilm Corporation | Image processor, important person determination method, image layout method as well as program and recording medium |
US9623878B2 (en) | 2014-04-02 | 2017-04-18 | Magna Electronics Inc. | Personalized driver assistance system for vehicle |
US20150363655A1 (en) * | 2014-04-04 | 2015-12-17 | Xerox Corporation | Smart face redaction in near infrared vehicle windshield images |
US20150286883A1 (en) | 2014-04-04 | 2015-10-08 | Xerox Corporation | Robust windshield detection via landmark localization |
US20150317535A1 (en) | 2014-05-02 | 2015-11-05 | Robert Bosch Gmbh | Method and device for image-based visibility range estimation |
US20150331105A1 (en) * | 2014-05-16 | 2015-11-19 | Palo Alto Research Center Incorporated | Computer-Implemented System And Method For Detecting Vehicle Occupancy |
US20150347860A1 (en) | 2014-05-30 | 2015-12-03 | Apple Inc. | Systems And Methods For Character Sequence Recognition With No Explicit Segmentation |
KR20150137666A (en) | 2014-05-30 | 2015-12-09 | 비원이미지 주식회사 | Security optical turnstile system |
DE102014214352A1 (en) | 2014-07-23 | 2016-01-28 | Robert Bosch Gmbh | Method and arrangement for operating an occupant observation system |
US20160026855A1 (en) | 2014-07-28 | 2016-01-28 | Centre For Development Of Advanced Computing (C-Dac) | Apparatus for Automated Monitoring of Facial Images and a Process Therefor |
US9953149B2 (en) | 2014-08-28 | 2018-04-24 | Facetec, Inc. | Facial recognition authentication system including path parameters |
US10262126B2 (en) | 2014-08-28 | 2019-04-16 | Facetec, Inc. | Facial recognition authentication system including path parameters |
US20180181737A1 (en) | 2014-08-28 | 2018-06-28 | Facetec, Inc. | Facial Recognition Authentication System Including Path Parameters |
EP2993619A1 (en) | 2014-08-28 | 2016-03-09 | Kevin Alan Tussy | Facial recognition authentication system including path parameters |
US20160063235A1 (en) | 2014-08-28 | 2016-03-03 | Kevin Alan Tussy | Facial Recognition Authentication System Including Path Parameters |
US9552524B2 (en) | 2014-09-15 | 2017-01-24 | Xerox Corporation | System and method for detecting seat belt violations from front view vehicle images |
US20160343251A1 (en) | 2014-12-09 | 2016-11-24 | Hizen Co., Ltd | Smart vehicle checking system for counterterrorism |
US20160171808A1 (en) | 2014-12-15 | 2016-06-16 | Assa Abloy Inc. | Using low power radio to control a higher power communication interface |
US20160178936A1 (en) | 2014-12-23 | 2016-06-23 | Multimedia Image Solution Limited | Method of Virtually Trying on Eyeglasses |
US20170106892A1 (en) | 2014-12-30 | 2017-04-20 | Tk Holdings Inc. | Occupant monitoring systems and methods |
US9533687B2 (en) | 2014-12-30 | 2017-01-03 | Tk Holdings Inc. | Occupant monitoring systems and methods |
DE102015002802A1 (en) | 2015-03-06 | 2015-08-27 | Daimler Ag | Vehicle monitoring device and method for monitoring a vehicle interior and / or a vehicle environment |
US20160300410A1 (en) | 2015-04-10 | 2016-10-13 | Jaguar Land Rover Limited | Door Access System for a Vehicle |
WO2016183408A1 (en) | 2015-05-14 | 2016-11-17 | Gatekeeper, Inc. | Apparatus, systems and methods for enhanced visual inspection of vehicle interiors |
US10146797B2 (en) | 2015-05-29 | 2018-12-04 | Accenture Global Services Limited | Face recognition image data cache |
US20180189551A1 (en) | 2015-06-30 | 2018-07-05 | Nec Corporation Of America | Facial recognition system |
US20170068863A1 (en) * | 2015-09-04 | 2017-03-09 | Qualcomm Incorporated | Occupancy detection using computer vision |
US20170076140A1 (en) | 2015-09-14 | 2017-03-16 | Panasonic Intellectual Property Management Co., Ltd. | Wearable camera system and method of notifying person |
US20180196587A1 (en) | 2015-12-30 | 2018-07-12 | Google Llc | Systems and Methods for Selective Retention and Editing of Images Captured by Mobile Image Capture Device |
WO2017151859A1 (en) | 2016-03-02 | 2017-09-08 | Tinoq Inc. | Systems and methods for efficient face recognition |
CN105785472A (en) | 2016-03-08 | 2016-07-20 | 竹天探索(北京)科技有限公司 | Equipment and method for inspecting personnel hidden in vehicle |
CA3010922A1 (en) | 2016-03-17 | 2017-09-21 | Nec Corporation | Passenger counting device, system, method and program |
US20180157922A1 (en) * | 2016-03-17 | 2018-06-07 | Nec Corporation | Passenger counting device, system, method and program |
US20180018351A1 (en) | 2016-07-18 | 2018-01-18 | Joshua Fagans | File management system facilitating the organization of content by using visualizations of the organizational state augmented by a configurable workflow |
US20180225307A1 (en) * | 2016-08-31 | 2018-08-09 | Robert William Kocher | Two-stage, facial recognition and identification system (two-stage facial R & I system) |
US20180082131A1 (en) | 2016-09-16 | 2018-03-22 | Hong Kong Applied Science and Technology Research Institute Company Limited | Vehicle detection, tracking and localization based on enhanced anti-perspective transformation |
US20180089528A1 (en) | 2016-09-27 | 2018-03-29 | Canon Kabushiki Kaisha | Method, system and apparatus for selecting a video frame |
US10674587B2 (en) | 2016-10-11 | 2020-06-02 | Signify Holding B.V. | Control system for a surveillance system, surveillance system and method of controlling a surveillance system |
US20190373157A1 (en) * | 2017-02-28 | 2019-12-05 | Mitsubishi Electric Corporation | Image shooting control device for vehicle, driver monitoring device, image shooting control method for vehicle, and driver monitoring method |
US20180306598A1 (en) | 2017-04-19 | 2018-10-25 | Ford Global Technologies, Llc | Control module activation of vehicles in a key-off state to determine driving routes |
US20180307915A1 (en) | 2017-04-24 | 2018-10-25 | Toyota Research Institute, Inc. | Systems and methods for identifying changes within a mapped environment |
US10657360B2 (en) | 2017-05-30 | 2020-05-19 | Gatekeeper Inc. | Apparatus, systems and methods for improved facial detection and recognition in vehicle inspection security systems |
US9953210B1 (en) | 2017-05-30 | 2018-04-24 | Gatekeeper Inc. | Apparatus, systems and methods for improved facial detection and recognition in vehicle inspection security systems |
KR20190030960A (en) | 2017-09-15 | 2019-03-25 | 김종정 | System and method to manage entrance and exit by using a carnumber recognition system |
US20190089934A1 (en) | 2017-09-20 | 2019-03-21 | Google Llc | Systems and Methods of Presenting Appropriate Actions for Responding to a Visitor to a Smart Home Environment |
US20190354750A1 (en) | 2018-05-16 | 2019-11-21 | Gatekeeper Security, Inc. | Facial detection and recognition for pedestrian traffic |
US10839200B2 (en) | 2018-05-16 | 2020-11-17 | Gatekeeper Security, Inc. | Facial detection and recognition for pedestrian traffic |
US11087119B2 (en) | 2018-05-16 | 2021-08-10 | Gatekeeper Security, Inc. | Facial detection and recognition for pedestrian traffic |
US10867193B1 (en) | 2019-07-10 | 2020-12-15 | Gatekeeper Security, Inc. | Imaging systems for facial detection, license plate reading, vehicle overview and vehicle make, model, and color detection |
US11196965B2 (en) | 2019-10-25 | 2021-12-07 | Gatekeeper Security, Inc. | Image artifact mitigation in scanners for entry control systems |
US20220094880A1 (en) | 2019-10-25 | 2022-03-24 | Gatekeeper Security, Inc. | Image artifact mitigation in scanners for entry control systems |
Non-Patent Citations (17)
Title |
---|
Dickson, Peter et al. "Mosaic Generation for Under Vehicle Inspection", Applications of Computer Vision, 2002. (WACV 2002), Pascataway, NJ, Dec. 3, 2022, pp. 251-256. |
Extended European Search Report for European Patent Application No. EP18885197.6, dated Jul. 9, 2021. |
F. Z. Chelali, A. Djeradi and R. Djeradi, "Linear discriminant analysis for face recognition," 2009 International Conference on Multimedia Computing and Systems, Ouarzazate, 2009, pp. 1-10, doi: 10.1109/MMCS.2009.5256630. * |
Huaqing Li, Shaoyu Wang, and Feihu Qi, R. Klette and J. Zuni'c (Eds.),"Automatic Face Recognition by Support Vector Machines": IWCIA 2004, LNCS 3322, pp. 716-725, 2004. © Springer-Verlag Berlin Heidelberg 2004. * |
International Search Report and Written Opinion for PCT/US06/06708, dated Aug. 29, 2006. |
International Search Report and Written Opinion for PCT/US2018/064444, dated Feb. 21, 2019. |
International Search Report and Written Opinion for PCT/US2019/031755, dated Sep. 5, 2019. |
International Search Report and Written Opinion for PCT/US2020/041195, dated Oct. 21, 2020. |
International Search Report and Written Opinion for PCT/US2020/056429, dated Feb. 9, 2021. |
International Search Report and Written Opinion for PCT/US2022/013783, dated May 16, 2022. |
Jia Hao, Yusuke Morishita, Toshinori Hosoi, Kazuyuki Sakurai, Hitoshi Imaoka, Takao Imaizumi, and Hideki Irisawa, "Large-scale Face Recognition on Smart Devices", 2013 Second IAPR Asian Conference on Pattern Recognition, 978-1-4799-2190-4/13, © 2013 IEEE, DOI 10.1109/ACPR.2013.189. * |
Jin Wei, Zhang Jian-qi, Zhang Xiang, "Face recognition method based on support vector machine and particle swarm optimization", © 2010 Elsevier Ltd. All rights reserved. doi: 10.1016/j.eswa.2010.09.108. * |
P. Jonathon Phillips,"Support Vector Machines Applied to Face Recognition", this is technical report NISTIR 6241, to appear in Advances in Neural Information, Processing Systems 11, eds. M. J. Kearns, S. A. Solla, and D. A. Cohn, MIT Press, 1999. * |
Pavlidis et al., "Automatic Passenger Counting in the High Occupany Vehicle (HOV) Lanes," 19 pages, prior to Oct. 20, 2005. * |
PCT International Search Report and Written Opinion dated Feb. 21, 2019, issued during the prosecution of PCT International Patent Application No. PCT/US2018/64444 (15 pages). |
Shishir Bashyal and Ganesh K. Venayagamoorthy, "Recognition of facial expressions using Gabor wavelets and learning vector quantization", Missouri University of Science and Technology, MO 65409, USA, Received Feb. 2, 2005; received in revised form Apr. 26, 2007; accepted Nov. 12, 2007. * |
Viisage Technology, Inc. "FaceFINDER 2.5", Data Sheet, pp. 2 page; https://www.epic.org/privacy/surveillance/cptolight/1105/facefinder.pdf, 2004. |
Also Published As
Publication number | Publication date |
---|---|
EP3721422A4 (en) | 2021-08-11 |
EP3721422A1 (en) | 2020-10-14 |
US20190180125A1 (en) | 2019-06-13 |
WO2019113427A1 (en) | 2019-06-13 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
US11538257B2 (en) | Detection, counting and identification of occupants in vehicles | |
US6760467B1 (en) | Falsification discrimination method for iris recognition system | |
CN106372601B (en) | Living body detection method and device based on infrared visible binocular images | |
US10818172B2 (en) | Method, device and system for processing startup of preceding vehicle | |
CN105549023B (en) | Article detection device and its method of work | |
JP6281492B2 (en) | Passenger counting device, method and program | |
US10803340B2 (en) | Method and apparatus for license plate recognition using multiple fields of view | |
CN107662872A (en) | The monitoring system and its monitoring method of passenger conveyor | |
CN109478324A (en) | Image processing apparatus, extraneous identification device | |
US10296797B2 (en) | Identification of seat occupancy by means of a camera | |
US11501541B2 (en) | Imaging systems for facial detection, license plate reading, vehicle overview and vehicle make, model and color detection | |
KR101610663B1 (en) | Car Parking Management System for Disabled Person Using Face Image Recognition and Matching Scheme | |
CN105844282B (en) | A method of atomizer O-Ring defect is detected with line scan camera | |
CN111783640A (en) | Detection method, device, equipment and storage medium | |
CN103903448A (en) | Method for traffic intersection rule breaking detection based on vehicle license plate recognition technology | |
CN110187702A (en) | It can determine the automated vehicle control device for occupying track and corresponding control method | |
JP2016021200A (en) | Determination method, determination system and determination device | |
CN106210552A (en) | Illuminator | |
TW201443836A (en) | Multiple computer visual recognition system for railroad crossing obstacle | |
KR102211903B1 (en) | Method And Apparatus for Photographing for Detecting Vehicle Occupancy | |
US20210264779A1 (en) | Vehicle Identification System | |
KR101870959B1 (en) | Decision device provided to decide whether an eye is real or false | |
KR20150139657A (en) | Car accident distinction system for car damage using system for total parking control solution | |
CN106682610A (en) | Method for preventing cheating through iris recognition | |
EP3021256A1 (en) | Method for image processing, presence detector and lighting system |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
FEPP | Fee payment procedure |
Free format text: ENTITY STATUS SET TO UNDISCOUNTED (ORIGINAL EVENT CODE: BIG.); ENTITY STATUS OF PATENT OWNER: LARGE ENTITY |
|
AS | Assignment |
Owner name: GATEKEEPER SECURITY, INC., VIRGINIA Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNORS:ROZPLOCH, ROBERT;SHI, XIAOMING SIMON;HANSEN, MARC;AND OTHERS;SIGNING DATES FROM 20181114 TO 20181120;REEL/FRAME:047865/0166 |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: RESPONSE TO NON-FINAL OFFICE ACTION ENTERED AND FORWARDED TO EXAMINER |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: FINAL REJECTION MAILED |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: RESPONSE AFTER FINAL ACTION FORWARDED TO EXAMINER |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: ADVISORY ACTION MAILED |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: DOCKETED NEW CASE - READY FOR EXAMINATION |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: NON FINAL ACTION MAILED |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: NON FINAL ACTION MAILED |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: RESPONSE TO NON-FINAL OFFICE ACTION ENTERED AND FORWARDED TO EXAMINER |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: DOCKETED NEW CASE - READY FOR EXAMINATION |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: NON FINAL ACTION MAILED |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: RESPONSE TO NON-FINAL OFFICE ACTION ENTERED AND FORWARDED TO EXAMINER |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: FINAL REJECTION MAILED |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: DOCKETED NEW CASE - READY FOR EXAMINATION |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: NON FINAL ACTION MAILED |
|
AS | Assignment |
Owner name: GATEKEEPER INC., VIRGINIA Free format text: CORRECTIVE ASSIGNMENT TO CORRECT THE NAME OF ASSIGNEE PREVIOUSLY RECORDED ON REEL 047865 FRAME 0166. ASSIGNOR(S) HEREBY CONFIRMS THE ASSIGNMENT;ASSIGNORS:ROZPLOCH, ROBERT;SHI, XIAOMING SIMON;HANSEN, MARC;AND OTHERS;SIGNING DATES FROM 20181114 TO 20181120;REEL/FRAME:059110/0242 |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: RESPONSE TO NON-FINAL OFFICE ACTION ENTERED AND FORWARDED TO EXAMINER |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: FINAL REJECTION MAILED |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: DOCKETED NEW CASE - READY FOR EXAMINATION |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: AWAITING TC RESP., ISSUE FEE NOT PAID |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: NOTICE OF ALLOWANCE MAILED -- APPLICATION RECEIVED IN OFFICE OF PUBLICATIONS |
|
STPP | Information on status: patent application and granting procedure in general |
Free format text: PUBLICATIONS -- ISSUE FEE PAYMENT VERIFIED |
|
STCF | Information on status: patent grant |
Free format text: PATENTED CASE |